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2026_Article_RESILINK_ML
Commit 68e6565d by Joaquín Irazábal González
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Add TempBayesian figures and update figure references in manuscript

- Added new figures: TempBayesian.png and TempBayesian.svg to the Figures directory. - Updated references in the manuscript to use PDF versions of figures for better quality: - MethodologyFlowChart.png to MethodologyFlowChart.pdf - BayesianSearchCV.png to BayesianSearchCV.pdf
parent f9da7d1a
Showing with 135 additions and 2 deletions
Manuscript/Figures/BayesianSearchCV.drawio 0 → 100644
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Manuscript/Figures/BayesianSearchCV.svg 0 → 100644
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Manuscript/Figures/MethodologyFlowChart.drawio
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Manuscript/Figures/MethodologyFlowChart.svg 0 → 100644
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Manuscript/Figures/MethodologyFlowChart_new.drawio deleted 100644 → 0
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Manuscript/Figures/TempBayesian.svg 0 → 100644
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Manuscript/RESILINK_surrogate_optimization_manuscript.tex
......@@ -87,7 +87,7 @@ Figure \ref{fig:MethodologyFlowChart} summarizes the proposed workflow. The diff
\begin{figure}[htbp]
\centering
\includegraphics[width=0.75\textwidth]{./Figures/MethodologyFlowChart.png}
\includegraphics[width=0.75\textwidth]{./Figures/MethodologyFlowChart.pdf}
\caption{Flow chart of the proposed adaptive surrogate-assisted optimization framework.}
\label{fig:MethodologyFlowChart}
\end{figure}
......@@ -224,7 +224,7 @@ Model selection is performed in two stages. First, for each candidate algorithm,
\begin{figure}[htbp]
\centering
\includegraphics[width=1.0\textwidth]{./Figures/BayesianSearchCV.png}
\includegraphics[width=1.0\textwidth]{./Figures/BayesianSearchCV.pdf}
\caption{Workflow of the supervised surrogate training and selection strategy. For each output variable, the cross-validation strategy is adapted to the dataset size, Bayesian optimization is used to tune each candidate model, and the final surrogate is selected according to RMSE accuracy and fold-wise RMSE dispersion.}
\label{fig:BayesianSearchCV}
\end{figure}
......
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